Contemporary Advancement in Evolutionary Multi-Objective Optimization
暫譯: 當代進展於進化多目標優化

Mukhopadhyay, Somnath, Sarkar, Sunita, Deb, Kalyanmoy

  • 出版商: Springer
  • 出版日期: 2026-06-16
  • 售價: $7,360
  • 貴賓價: 9.5$6,992
  • 語言: 英文
  • 頁數: 234
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819579074
  • ISBN-13: 9789819579075
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

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作者簡介

Somnath Mukhopadhyay is currently an Assistant Professor in the Department of Computer Science & Engineering at Assam University, Silchar, India. He is a former Associate Professor at the Department of Computer Applications, Sikkim University, Gangtok, India. He completed his M. Tech. and Ph.D. degrees in Computer Science and Engineering at the University of Kalyani, India, in 2011 and 2015, respectively. His research interests include Digital Image Processing, Soft Computing, Optimization Algorithms, and Hyperspectral Image Processing. He is a Senior member of IEEE, a Fellow of IETE, the General Secretary of the IEEE CIS Kolkata Chapter, a member of IEEE Young Professionals, the IEEE Geoscience and Remote Sensing Society, and a life member of the Computer Society of India.

Paramartha Dutta, born 1966, a B. Stat. (Hons.), M. Stat., M. Tech. (Computer Science), all from Indian Statistical Institute, and a Ph. D (Engineering) from the Bengal Engineering and Science University, Shibpur presently Indian Institute of Engineering Science and Technology is presently a Professor in the Department of Computer and System Sciences, Visva Bharati University, India. He is a recipient of a couple of prestigious national and international awards, he is a Fellow of IE(India), Fellow of IETE, Fellow of IET(UK), Fellow of Royal Society in Arts (UK), Senior Member of IEEE, Senior Member of ACM. Also he has (i) eight authored books (ii) thirty five edited books, (iii) around three hundred research articles published/accepted for publication in various esteemed journals, conference proceedings and book chapters in edited volumes of highly reputed International publishing houses apart from (iv) seventeen patents granted/published.

Sunita Sarkar is an Associate Professor in the Department of Computer Science & Engineering at Assam University, Silchar, India. She holds an M. Tech from Tezpur University and a PhD from Assam University, India. With over twenty years of experience in teaching and research, Dr. Sarkar has edited several books, including "AI to Improve E-Governance and Eminence of Life" with Springer Nature. She has also served as a guest editor for various journals, including "Innovations in Systems and Software Engineering" (Springer) and "SN Computer Science" (Springer).She has published over 50 papers in international journals and conference proceedings, as well as contributed chapters to edited volumes. Her research interests focus on natural language processing, soft computing, and machine learning. She is a Senior Member of IEEE, a member of IEEE Women in Engineering, and a member of the IEEE Computational Intelligence Society.

Kalyanmoy Deb is University Distinguished Professor and Koenig Endowed Chair Professor at Department of Electrical and Computer Engineering in Michigan State University, USA. Prof. Deb's research interests are in evolutionary optimization and their application in multi-criterion optimization, modeling, and machine learning. He was awarded IEEE Evolutionary Computation Pioneer Award, Infosys Prize, TWAS Prize in Engineering Sciences, CajAstur Mamdani Prize, Distinguished Alumni Award from IIT Kharagpur, Edgeworth-Pareto award, Bhatnagar Prize in Engineering Sciences, and Bessel Research award from Germany. He is fellow of ACM, IEEE, and ASME. He has published over 650 research papers with Google Scholar citation of over 235,000 with h-index 146. He is in the editorial board on 10 major international journals.

作者簡介(中文翻譯)

Somnath Mukhopadhyay 目前是印度西爾查的阿薩姆大學計算機科學與工程系助理教授。他曾擔任印度甘托克的錫金大學計算機應用系副教授。他於2011年和2015年分別在印度卡利亞尼大學獲得計算機科學與工程的碩士和博士學位。他的研究興趣包括數位影像處理、軟計算、優化演算法和高光譜影像處理。他是IEEE的資深會員、IETE的院士、IEEE CIS Kolkata Chapter的總幹事、IEEE Young Professionals的成員、IEEE地球科學與遙感學會的成員,以及印度計算機學會的終身會員。

Paramartha Dutta,生於1966年,擁有印度統計學院的榮譽統計學學士(B. Stat. (Hons.))、統計學碩士(M. Stat.)、計算機科學碩士(M. Tech. (Computer Science)),以及來自孟加拉工程與科學大學(現為印度工程科學與技術學院)的工程博士(Ph. D (Engineering))。他目前是印度維斯瓦巴拉提大學計算機與系統科學系的教授。他獲得了幾個著名的國內和國際獎項,是IE(India)的院士、IETE的院士、IET(UK)的院士、英國皇家藝術學會的院士、IEEE的資深會員和ACM的資深會員。此外,他擁有(i)八本著作(ii)三十五本編輯書籍,(iii)約三百篇在各大知名期刊、會議論文集和高聲望國際出版社的編輯書籍中發表/接受的研究文章,以及(iv)十七項已授權/發表的專利。

Sunita Sarkar 是印度西爾查的阿薩姆大學計算機科學與工程系副教授。她擁有來自特茲普爾大學的計算機科學碩士(M. Tech)和阿薩姆大學的博士學位(PhD)。擁有超過二十年的教學和研究經驗,Sarkar博士編輯了幾本書籍,包括與Springer Nature合作的《AI to Improve E-Governance and Eminence of Life》。她還擔任過多個期刊的客座編輯,包括《Innovations in Systems and Software Engineering》(Springer)和《SN Computer Science》(Springer)。她在國際期刊和會議論文集中發表了超過50篇論文,並為編輯書籍貢獻了章節。她的研究興趣集中在自然語言處理、軟計算和機器學習。她是IEEE的資深會員、IEEE Women in Engineering的成員,以及IEEE計算智能學會的成員。

Kalyanmoy Deb 是美國密西根州立大學電氣與計算機工程系的傑出大學教授和Koenig捐贈講座教授。Deb教授的研究興趣在於進化優化及其在多準則優化、建模和機器學習中的應用。他曾獲得IEEE進化計算先驅獎、Infosys獎、TWAS工程科學獎、CajAstur Mamdani獎、IIT Kharagpur的傑出校友獎、Edgeworth-Pareto獎、Bhatnagar工程科學獎,以及德國的Bessel研究獎。他是ACM、IEEE和ASME的院士。他已發表超過650篇研究論文,Google Scholar引用次數超過235,000,h-index為146。他是10本主要國際期刊的編輯委員會成員。

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